Table 6 Subset dataset distribution, splits, and per-class counts of samples.
From: Graph attention network-based multimodal approach for lung diseases classification
Disease class | Training split | Validation split | Test split | Total samples |
|---|---|---|---|---|
No finding | 9670 | 1239 | 1204 | 12,113 |
Lung opacity | 8249 | 1036 | 1007 | 10,292 |
Atelectasis | 5159 | 731 | 624 | 6514 |
Pleural effusion | 4217 | 491 | 491 | 5199 |
Edema | 3353 | 434 | 393 | 4180 |
Pneumonia | 2141 | 294 | 255 | 2690 |
Pneumothorax | 1813 | 186 | 227 | 2226 |
Lung lesion | 868 | 126 | 89 | 1083 |
Consolidation | 600 | 94 | 86 | 780 |
Pleural other | 230 | 23 | 28 | 281 |
Total | 36,300 | 4654 | 4404 | 45,358 |
